Personal blog and writing archive
Practical notes on AI-powered products, scalable web applications, engineering management, and building high-performing teams.
Learn why LLM inference speed is becoming AI's next competitive advantage. Explore TTFT, tokens per second, latency, and how faster inference is shaping the future of AI.
Why query routing, query condensation, and better retrieval orchestration matter more than simply choosing a better embedding model.
Learn how to get started with Chrome Built-in AI. Discover the hardware requirements, supported Chrome versions, available AI APIs, how to enable Browser AI, download the on-device language model, and build your first AI-powered web application.
Learn how to build a production-ready Slack AI Assistant using Node.js, Slack Bolt, and OpenAI. This step-by-step 2026 guide covers architecture, code, deployment, conversation memory, and best practices.
Discover why the best engineering leaders work alongside their teams instead of simply managing them. Learn practical leadership lessons that build trust, ownership, and high-performing engineering teams.
Learn how Client-Side AI lets modern web applications run AI models directly inside the browser without cloud APIs. Explore Chrome's Built-in AI, supported APIs, browser support, benefits, limitations, and the future of AI-powered web applications.
AI coding agents are transforming software engineering. Learn why architecture, systems thinking, product understanding, and leadership are becoming more valuable than coding alone.
Learn how to design MCP and AI agent tools around user intent instead of API endpoints. Discover practical best practices for building scalable, reliable, and intuitive agent workflows.
About Me
I am a Senior Engineering Manager focused on AI engineering, technical leadership, and building high-performing teams. I turn Generative AI into practical products, lead distributed engineering teams, and create the systems and culture that help people deliver meaningful outcomes.
More about meFeatured Post
A practical reflection on why strong engineering leaders stay close to their teams, build trust through collaboration, and help people make better technical decisions together.
Read postQuote of the day
Great engineering is not only about building systems. It is about building judgment.